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OML feature highlight: New OML Notebook templates for ML Classification

OML feature highlight: New OML Notebook templates for ML Classification

On this weekly Office Hours for Oracle Machine Learning on Autonomous Database, we introduced the latest Notebook templates for Machine Learning Classification problems. This was a follow-along Session, since the OML Notebook templates are available to any Autonomous Database tenancy, and you were able to run it while we demonstrated it.

The Oracle Machine Learning product family supports data scientists, analysts, developers, and IT to achieve data science project goals faster while taking full advantage of the Oracle platform.

Marcos Arancibia

November 30, 2021
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  1. OML feature highlight: New OML Notebook
    templates for ML Classification
    OML Office Hours
    Marcos Arancibia
    Senior Principal Product Manager, Machine Learning
    Supported by Mark Hornick and Sherry LaMonica
    Product Management, Oracle Machine Learning
    Move the Algorithms; Not the Data!
    Copyright © 2021, Oracle and/or its affiliates.
    This Session will
    be Recorded

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  2. • Upcoming Sessions
    • Follow-along OML Notebooks ML Classification demo
    • Q&A
    Topics for today
    Copyright © 2021, Oracle and/or its affiliates
    2

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  3. We will begin a Series of Follow-along reviews of the Example Template notebooks every week, with
    one subject per week. These will be Hands-on if you have access to any Autonomous Database, even
    the Always-Free one.
    • Classification
    • Regression
    • Clustering
    • Feature Extraction I – Dimensionality Reduction
    • Feature Extraction II - Explicit Semantic Analysis
    • Time Series
    If you are in JAPAC, don't miss the opportunity to watch the videos and participate on the Hands-on
    Labs at the Oracle Database World on December 1 – 2, 2021:
    https://www.oracle.com/database/database-world/
    Upcoming Sessions
    Copyright © 2021, Oracle and/or its affiliates
    3

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  4. Upcoming Sessions
    Copyright © 2021, Oracle and/or its affiliates
    4

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  5. OML feature highlight: New OML Notebook
    templates for ML Classification
    OML Office Hours
    Marcos Arancibia
    Senior Principal Product Manager, Machine Learning

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  6. There are 12 Classification Demos that are specific to certain algorithms

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  7. Two options to access the Template Examples
    Copyright © 2020, Oracle and/or its affiliates | Confidential: Internal/Restricted/Highly Restricted
    7

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  8. Select one of the Examples to create your own notebook
    Copyright © 2020, Oracle and/or its affiliates | Confidential: Internal/Restricted/Highly Restricted
    8
    1. Type "Classif" in
    the Search Filter
    2. Click on the "Lip"
    around the
    Template.
    Note: Do NOT click
    its name, since it
    opens it as read-
    only

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  9. Two options to access the Template Examples
    Copyright © 2020, Oracle and/or its affiliates | Confidential: Internal/Restricted/Highly Restricted
    9
    Click on "Create
    Notebook"
    Give it a name
    Click OK

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  10. The new notebook will show up in the notebooks listing.
    Copyright © 2020, Oracle and/or its affiliates | Confidential: Internal/Restricted/Highly Restricted
    10

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  11. Q & A
    Copyright © 2021, Oracle and/or its affiliates
    11

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  12. Copyright © 2021, Oracle and/or its affiliates.
    12
    Thank you
    [email protected]

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